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Related Questions
- How does the size and diversity of the pre-training dataset affect the performance of BERT and RoBERTa?
- Can you explain the impact of pre-training data quality on the ability of BERT and RoBERTa to generalize to downstream tasks?
- How do the differences in pre-training objectives between BERT and RoBERTa influence their performance on specific downstream tasks?
- In what ways does the pre-training data affect the representation learning capabilities of BERT and RoBERTa?
- Can you discuss the trade-offs between pre-training data size, diversity, and quality on the performance of BERT and RoBERTa?
- How do the pre-training data characteristics, such as domain and task diversity, impact the adaptability of BERT and RoBERTa to new downstream tasks?
- What are some strategies for selecting and fine-tuning pre-training data to improve the performance of BERT and RoBERTa on specific downstream tasks?
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